Free launch-risk tools · no login · no uploads

Pick the failure mode your AI app cannot afford.

Demos are easy now. The expensive part is the first real user hitting auth, payment, entitlement, private data, AI output, or recovery in the wrong order.

Start with the simulator Check Stripe final state Check Supabase exposure Check AI output trust Generate a paid pilot offer See a sample report Browse failure cards Get a reality score Pull decision cards Pick a first $100 experiment Check landing-page clarity
Auth Supabase RLS Stripe Webhooks Entitlement AI output Recovery

General launch crash test

AI App Launch Failure Simulator

A 5-minute diagnostic for AI-built apps that checks auth, payment state, data boundaries, AI output trust, support recovery, and launch confidence.

  • Personal risk score and scenario profile
  • 72-hour rescue plan
  • Copyable launch-risk report
Run the simulator

High-intent payment check

Stripe Webhook Final-State Checker

Do not stop at a successful redirect or 200 OK. Check whether checkout, webhook, entitlement, refund, cancellation, and UI state end correctly.

  • 10 focused Stripe final-state checks
  • Copyable report for your launch notes
  • Direct path to one-flow preflight if the flow is risky
Run the Stripe checker

High-intent data boundary check

Supabase RLS/Auth Exposure Checker

Ask the launch-breaking question directly: could one user, team, org, or role accidentally read another user's private data?

  • 10 Supabase auth, RLS, storage, and server-route checks
  • Two-user/two-org negative-case launch proof
  • Copyable exposure report and one-flow intake path
Run the Supabase checker

Fastest path to revenue

Paid Pilot Offer Generator

Turn a vague AI app idea into a narrow paid pilot offer: buyer, painful flow, promise, boundaries, proof, and first outreach message.

  • One-sentence paid pilot offer
  • 48-72 hour delivery scope and proof checklist
  • Copyable buyer message
Generate an offer

Shareable scorecard

Vibe-Coded App Reality Score

Score whether an AI-built app is shippable, fragile, or still mostly impressive theater. The result is copyable and routes to the right next proof.

  • 7 dimensions across flow, payment, data, AI output, support, buyer clarity, and evidence
  • Personal 0-100 score and tier
  • Copyable result for launch notes or social proof of self-checking
Get your score

Sticky scenario gallery

AI App Failure Scenario Gallery

Browse 12 concrete launch-failure cards across Stripe, Supabase, AI output, support, onboarding, and scope. Pick the card your app cannot afford.

  • Filter by payment, data, AI output, support, or launch risk
  • Random failure roulette for quick self-checks
  • Routes each scenario to the right free checker or paid preflight
Browse failure cards

High-intent AI trust check

AI Output Trust Boundary Checker

Check whether generated answers, summaries, recommendations, citations, private context, retries, and support evidence are safe enough for real users.

  • 10 AI output trust-boundary checks
  • Copyable evidence report for launch notes
  • One-flow intake path when output trust is the risky slice
Run the AI output checker

Broader shareable experiment

Decision Clarity Card Pull

A free, no-login reflection tool for people stuck on a decision. It borrows the satisfying rhythm of a card pull without pretending to predict the future.

  • Three cards: the fog, the test, and the next move
  • Copyable decision note for journals or planning docs
  • Optional $5 printable pack for seven days of follow-through
Pull decision cards Get the $5 pack

Broad revenue direction

First $100 Experiment Picker

A free, no-login picker for choosing one practical online income experiment from the assets, time, and comfort level you already have.

  • Recommends service, product, content, or research/testing lanes
  • Produces a copyable 24-hour action note
  • Routes to the right tool, Payhip pack, or preflight path
Pick an experiment

Offer clarity check

Landing Page Message Clarity Checker

Score whether one landing page or product page makes the buyer, painful moment, proof, CTA, and offer boundary clear before buying more traffic.

  • Free 8-point message clarity score
  • Copyable rewrite priorities
  • Optional $49 fixed-scope teardown intake
Check a page

Lowest friction

$5 Final-State Checklist Pack

PDF workbook, CSV evidence ledger, one-flow runbook, and filled example for proving one risky flow.

Get the checklist

Trust builder

Sample One-Flow Preflight Report

See the fictional sample deliverable before booking: scope, evidence table, risks, and fix order.

View the sample

Pilot builder

$9 Paid Pilot Starter Kit

Worksheets for buyer interviews, one-page offers, boundaries, and a simple lead/revenue ledger.

Get the kit

Full method

$19 Get Paid Before You Overbuild

A practical guide for paid pilots, launch boundaries, buyer evidence, and avoiding overbuild.

Read the guide

Human second pass

$99 One-Flow Preflight

One app, one critical flow, 10 focused checks, repro notes, and a 2-day action plan.

Book the preflight